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ml-deployment
Deploy ML models to production - APIs, containerization, monitoring, and MLOps
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devops llm ai AI Skills
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data-ai-guide
Comprehensive data science, machine learning, and AI guide covering Python, deep learning, NLP, LLMs, prompt engineering, and MLOps. Use when building AI models, data pipelines, or machine learning systems.
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GitHub
assessment-guide
Comprehensive guide for skill assessment, career evaluation, learning paths, knowledge testing, and professional development. Use when assessing technical skills, planning learning journeys, or evaluating caree...
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GitHub
plugin-optimization
Master plugin performance optimization, best practices, and marketplace readiness. Learn to optimize for speed, efficiency, and user satisfaction.
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GitHub
plugin-development
Master writing plugins including agent implementation, skill creation, command development, and hook scripting. Learn best practices for plugin coding.
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GitHub
rag-systems
Build RAG systems - embeddings, vector stores, chunking, and retrieval optimization
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GitHub
agent-memory
Implement agent memory - short-term, long-term, semantic storage, and retrieval
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GitHub
ai-agent-basics
Master AI agent fundamentals - architectures, ReAct patterns, cognitive loops, and autonomous system design
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GitHub
llm-integration
Integrate LLMs into applications - APIs, prompting, fine-tuning, and context management
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GitHub
project-domain
"Domain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding."
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GitHub
spawnagent
Spawn an AI coding agent in a new terminal (Claude, Codex, Gemini, Cursor, OpenCode, Copilot). Defaults to Claude Code if unspecified.
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GitHub
orchestrationnative-invoke
Invoke external AI CLIs via native Task agents (Claude, Codex, Gemini, Cursor). Primary mode for multi-provider orchestration with fork-terminal fallback for auth.
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GitHub
agent-md-generator
交互式生成 GitHub Copilot agents.md 文件的工作流。当用户请求创建代理、构建自定义 Copilot 代理、生成 agents.md 或需要帮助配置 GitHub Copilot 自定义代理时使用。触发短语包括"创建代理"、"生成 agent.md"、"做一个文档...
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GitHub
long-running-agent
Framework for building AI agents that work effectively across multiple context windows on complex, long-running tasks. Use when building agents for multi-hour/multi-day projects, implementing persistent coding...
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GitHub
agent-report
Extract and display the final message from a Claude agent JSONL file. Use when the user wants to see an agent report, view agent output, extract agent results, check what an agent produced, or read the final re...
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GitHub
skill-creator-multi
Guide for creating multi-phase skills with orchestrated sequential execution. Use when user wants to create a skill that runs multiple steps in sequence (like gap-finder), needs a start-* orchestrator pattern,...
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GitHub
skill-spec-generator
Generate structured skill specifications for independent skill creators. Use when asked to ideate, brainstorm, or specify multiple skills for a domain, workflow, or problem space. Outputs self-contained specs w...
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GitHub
character-roleplay
Respond with different character personalities (pirate, butler, professor) when the user requests character-style responses. Use when the user says phrases like "talk like a pirate", "respond as a butler", "exp...
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GitHub
mcp-server-installer
Add MCP servers to Claude Code configuration at user level (~/.claude). Supports stdio, HTTP, and SSE transports with environment variable prompting. Use when "add mcp server", "install mcp", "configure mcp ser...
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GitHub
copilot-agent-builder
Generate custom GitHub Copilot agents (.agent.md files) for VS Code with proper YAML frontmatter, tools configuration, and handoff workflows. Use when "create copilot agent", "generate github copilot agent", "n...
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GitHub
skill-builder
Create new Claude Code agent skills. Automatically analyzes requirements and generates complete skill with proper structure, triggers, and tools. Use when you want to "create a skill", "build a new skill", "mak...
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GitHub
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
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GitHub
llm
Implement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build conversational AI applications, chatbots, AI assistants, or any text generation feat...
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GitHub
grading-claude-agents-md
Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or refactor agent config files. T...
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